Map research directions to validated proposals and experiment plans.
npx skills add https://github.com/xqinag/ARIS-new --skill idea-discovery-xqinag
Please help me install this Agent Skill. Skill: idea-discovery Source: https://github.com/xqinag/ARIS-new/tree/main/skills/idea-discovery Command: npx skills add https://github.com/xqinag/ARIS-new --skill idea-discovery-xqinag
This Skill automates the end-to-end process of turning broad research directions into validated, pilot-ready ideas by orchestrating a multi-phase workflow that connects literature review, idea generation, novelty verification, critical review, and method refinement into a single pipeline.
Provide a research direction and optional constraints to start the full idea-discovery workflow.
High-intent search queries and answers about installing and using this skill.
To automate idea discovery, you provide a research direction and optional constraints to trigger a sequential workflow that maps literature surveys, idea generation, novelty checks, and method refinement into a validated pilot-ready proposal.
Validating research novelty involves orchestrating critical reviews and method refinement phases, which automatically generate canonical outputs like FINAL_PROPOSAL.md and EXPERIMENT_PLAN.md to prepare your experimental plan.
Yes, you can use this workflow orchestration for assessing new research directions by running feasibility checks, applying default constraints, and generating an IDEA_REPORT.md to evaluate novelty before proposal development.
No, you do not need to provide input constraints to start the research management workflow; you can simply provide a research direction and the pipeline will apply defaults and auto-proceed behavior to execute the phases.
You should expect canonical outputs from the experiment planning pipeline, specifically idea-stage/IDEA_REPORT.md, refine-logs/FINAL_PROPOSAL.md, and refine-logs/EXPERIMENT_PLAN.md, containing your ranked ideas and refined plans.
Yes, the idea discovery pipeline supports integration with sub-skills for literature surveys by sequentially coordinating phases like research-lit and idea-creator, and it also integrates with HTML rendering for outputs.
MACJONSWOrchestrate literature survey, idea creation, novelty checking, and critical review into a ranked IDEA_REPORT.md.
dz306271098Automate research refinement and experiment planning into proposal and roadmap files.
zhuyingqinOrchestrate research idea discovery from direction to validated experiment plans.
bacocoGenerate structured discovery briefs and research dossiers from vague ideas.
